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"CONDITIONING", "links": [ 190 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "FluxKontextMultiReferenceLatentMethod" }, "widgets_values": [ "index_timestep_zero" ] }, { "id": 3, "type": "KSampler", "pos": [ 550, 240 ], "size": [ 300, 474 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 186 }, { "name": "positive", "type": "CONDITIONING", "link": 188 }, { "name": "negative", "type": "CONDITIONING", "link": 190 }, { "name": "latent_image", "type": "LATENT", "link": 170 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 128 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.48", "Node name for S&R": "KSampler", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "widget_ue_connectable": {} }, "widgets_values": [ 976480016588017, "randomize", 20, 4, "euler", "simple", 1 ] }, { "id": 97, "type": "MarkdownNote", "pos": [ 550, 780 ], "size": [ 300, 190 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "KSampler settings", "properties": {}, "widgets_values": [ "You can test and find the best setting by yourself. The following table is for reference.\n\n| Model | Steps | CFG |\n|---------------------|---------------|---------------|\n| Offical | 50 | 4.0 \n| fp8_e4m3fn | 20 | 2.5 |\n| fp8_e4m3fn + 4steps LoRA | 4 | 1.0 |\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 37, "type": "UNETLoader", "pos": [ -907.233642578125, -51.68140411376953 ], "size": [ 651.5849609375, 119.09149932861328 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 184 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.48", "Node name for S&R": "UNETLoader", "models": [ { "name": "qwen_image_edit_fp8_e4m3fn.safetensors", "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_fp8_e4m3fn.safetensors", "directory": "diffusion_models" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "widget_ue_connectable": {} }, "widgets_values": [ "Qwen-Image-Edit\\2511\\qwen_image_edit_2511_fp8_e4m3fn.safetensors", "default" ] }, { "id": 89, "type": "LoraLoaderModelOnly", "pos": [ -127.35985565185547, -131.26138305664062 ], "size": [ 270, 82 ], "flags": {}, "order": 8, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 184 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 185 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.50", "Node name for S&R": "LoraLoaderModelOnly", "models": [ { "name": "Qwen-Image-Lightning-4steps-V1.0.safetensors", "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors", "directory": "loras" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "lora_name": true, "strength_model": true } } }, "widgets_values": [ "Qwen-Image\\Edit\\2511\\Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors", 1 ] }, { "id": 102, "type": "FluxKontextMultiReferenceLatentMethod", "pos": [ 240.65255737304688, -126.7066879272461 ], "size": [ 375.53643798828125, 60.181175231933594 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "conditioning", "type": "CONDITIONING", "link": 210 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 188 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "FluxKontextMultiReferenceLatentMethod" }, "widgets_values": [ "index_timestep_zero" ] }, { "id": 93, "type": "ImageScaleToTotalPixels", "pos": [ -403.0009460449219, 841.0886840820312 ], "size": [ 270, 106 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 177 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 178, 209, 213 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.50", "Node name for S&R": "ImageScaleToTotalPixels", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "upscale_method": true, "megapixels": true } } }, "widgets_values": [ "lanczos", 1, 1 ] }, { "id": 99, "type": "MarkdownNote", "pos": [ -1374.5623779296875, 219.26361083984375 ], "size": [ 540, 550 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "title": "Model links", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/image/qwen/qwen-image-edit) | [ꕙē؋](https://docs.comfy.org/zh-CN/tutorials/image/qwen/qwen-image-edit)\n\n\n## Model links\n\nYou can find all the models on [Comfy-Org/Qwen-Image_ComfyUI](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/tree/main) and [Comfy-Org/Qwen-Image-Edit_ComfyUI](https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI) \n\n**Diffusion model**\n\n- [Qwen-Image-Edit-2511-fp8-e4m3fn.safetensors](https://huggingface.co/xms991/Qwen-Image-Edit-2511-fp8-e4m3fn)\n\n**LoRA**\n\n- [Qwen-Image-Lightning-4steps-V1.0.safetensors](https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning)\n\n**Text encoder**\n\n- [qwen_2.5_vl_7b_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/text_encoders/qwen_2.5_vl_7b_fp8_scaled.safetensors)\n\n**VAE**\n\n- [qwen_image_vae.safetensors](https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI/resolve/main/split_files/vae/qwen_image_vae.safetensors)\n\nModel Storage Location\n\n```\nšŸ“‚ ComfyUI/\nā”œā”€ā”€ šŸ“‚ models/\nā”‚ ā”œā”€ā”€ šŸ“‚ diffusion_models/\nā”‚ ā”‚ ā””ā”€ā”€ qwen_image_edit_fp8_e4m3fn.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ loras/\nā”‚ ā”‚ ā””ā”€ā”€ Qwen-Image-Lightning-4steps-V1.0.safetensors\nā”‚ ā”œā”€ā”€ šŸ“‚ vae/\nā”‚ ā”‚ ā””ā”€ā”€ qwen_image_vae.safetensors\nā”‚ ā””ā”€ā”€ šŸ“‚ text_encoders/\nā”‚ ā””ā”€ā”€ qwen_2.5_vl_7b_fp8_scaled.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 108, "type": "TextEncodeEditAdvanced", "pos": [ -108.84627369620475, 407.4522675882585 ], "size": [ 423.3065674326049, 281.04360045654073 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 211 }, { "name": "vae", "shape": 7, "type": "VAE", "link": 212 }, { "name": "image1", "shape": 7, "type": "IMAGE", "link": 213 }, { "name": "image2", "shape": 7, "type": "IMAGE", "link": null }, { "name": "image3", "shape": 7, "type": "IMAGE", "link": null } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 214 ] } ], "properties": { "cnr_id": "textencodeqwenimageeditadvanced", "ver": "f8e8bdeceb22a7cd9b11e6d64b07b128e08ea564", "Node name for S&R": "TextEncodeEditAdvanced" }, "widgets_values": [ "", 0.5 ] }, { "id": 107, "type": 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